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Discriminating climatological regimes in rainfall time series by using the Fisher-Shannon method
(Academic Journals, 2011-12)
The Fisher-Shannon (FS) information plane, defined by the Fisher information measure (FIM) and the Shannon entropy power (Nx), was robustly used to investigate the complex dynamics of 8 long monthly rainfall time series ...
Noise versus chaos in a causal Fisher-Shannon plane
(Instituto de Física de Líquidos y Sistemas Biológicos, 2015-04)
We revisit the Fisher-Shannon representation plane H × F, evaluated using the Bandt and Pompe recipe to assign a probability distribution to a time series. Several stochastic dynamical (noises with f −k , k ≥ 0, power ...
Causal Shannon-Fisher characterization of motor/imagery movements in EEG
(Molecular Diversity Preservation International, 2018-09)
The electroencephalogram (EEG) is an electrophysiological monitoring method that allows us to glimpse the electrical activity of the brain. Neural oscillations patterns are perhaps the best salient feature of EEG as they ...
Ambiguities in Bandt-Pompes methodology for local entropic quantifiers
(Elsevier Science, 2012)
Fisher information measure and causal probability distribution of Bandt and Pompe: application to the chaotic dynamical systems analysisMedida de Información de Fisher y distribución causal de probabilidad de Bandt y Pompe: Aplicaciones al análisis de sistemas dinámicos caóticos
(2013)
The potentiality of a special approximation of the Theory of Information is studied with the purpose of unveil dynamical structures of nonlinear dynamics. The focus here lies on information quantifiers: Shannon entropy, ...